Rain lashed against the overflowing gutters, mirroring the chaotic churn in Elias's stomach. He kicked at a loose paving stone, sending it skittering across the deserted street. The rejection letter from the art school still burned a hole in his pocket, a constant reminder of his perceived failure. He'd been so sure this was his chance, his escape from the crushing monotony of his life.

He saw it then, nestled under a dripping park bench. A leather wallet, bloated with its contents, lay abandoned. He hesitated, his fingers twitching. He glanced around, the only sounds the relentless downpour and his own ragged breathing. He picked it up.

Inside, a wad of crisp bills stared back at him. Enough to pay off his mounting debts, to maybe, just maybe, start his own studio. The thought flickered, a cruel tease against the despair that threatened to engulf him. He clenched his jaw, the weight of the wallet feeling both heavy and seductive in his hand.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210